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The hundred-page machine learning book

By: Material type: TextTextPublication details: Andriy Burkov 2019 ChennaiDescription: xviii, 141 p. Includes IndexISBN:
  • 9781999579548
Subject(s): DDC classification:
  • 006.31 B8H8
Summary: Supervised and unsupervised learning, support vector machines, neural networks, ensemble methods, gradient descent, cluster analysis and dimensionality reduction, autoencoders and transfer learning, feature engineering and hyperparameter tuning! Math, intuition, illustrations, all in just a hundred pages! http://themlbook.com/
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Item type Current library Item location Collection Shelving location Call number Status Date due Barcode
Books Vikram Sarabhai Library Rack 4-A / Slot 106 (0 Floor, West Wing) Non-fiction General Stacks 006.31 B8H8 (Browse shelf(Opens below)) Available 200752

Supervised and unsupervised learning, support vector machines, neural networks, ensemble methods, gradient descent, cluster analysis and dimensionality reduction, autoencoders and transfer learning, feature engineering and hyperparameter tuning! Math, intuition, illustrations, all in just a hundred pages!

http://themlbook.com/

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